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Mapping the Mind: Telemetry for Local LLM Reasoning 🧠

If you’re a developer running open-source LLMs locally via Ollama or LMstudio, you’re already part of the most important shift in modern software engineering. We are no longer just consuming AI—we are architecting with it. But as we transition from using AI for quick snippets to relying

Building in Public: Why Our First Attempt at Automating Thinking Patterns Failed

At NAKPRC, we believe in building in public and sharing our hard-learned lessons. Here is the story of how our initial attempt to automate the generation of our Thinking Patterns SDK using Qwen 3.6 and Claude Code resulted in a total research failure. At NAKPRC, our philosophy is Open

The Architect’s Secret: Understanding Time and Space Complexity

As developers, we often focus on the syntax—how to make the code run. But as we grow into engineers, we must focus on the efficiency—how well the code behaves as our application scales. If you want to build robust enterprise architectures or high-performance AI agents, you need to

Sum of First N Natural Numbers: Skip the Loop, Smash it with a Formula!

Hello, friends! As a Full Stack Developer, I’ve learned that the best code isn't always the most complex—it’s the most thoughtful. Today, we’re looking at a classic challenge that every developer, student, or coding enthusiast encounters early in their journey: the Natural Sum problem.

Logic Over Syntax: Mastering the Quadrant Determination Problem

As developers, we often get caught up in the complexity of large-scale system architectures, custom AI agents, and complex state management. But every robust application is ultimately built on a foundation of clean, deterministic logic. Today, let’s strip away the framework overhead and look at a foundational problem every